The compliance work that built your firm is being commoditized. The Big Four are accelerating it.
What's happening
The Big Four have collectively invested more than $10 billion in AI since 2023. PwC is OpenAI's largest enterprise customer. EY deployed 150 AI agents supporting 80,000 tax professionals. KPMG's AI Workbench is targeting $12 billion in revenue. These are not pilot programs. They are production systems operating at scale, and they are aimed squarely at the compliance work that mid-market firms depend on.
The downstream effects are already visible. PwC cut 5,600 employees and reduced graduate hiring by a third. That is not a firm struggling — it is a firm that no longer needs the same number of people to produce the same output. When those efficiency gains reach clients as lower-fee expectations, every firm in the market feels the compression.
Tax preparation, bookkeeping, and basic audit work are following the same pattern as legal document review: AI handles the production, and the human role shifts to review and judgment. The firms that built their revenue on compliance volume are watching that volume become less valuable every quarter.
Why the obvious responses don't work
“Automate to reduce costs”
Your clients see the same automation you do. When they know AI can do the work, they expect lower fees. Automating compliance work without changing what you sell just means you deliver the same commodity faster and cheaper.
“Add AI branding to existing services”
Relabeling your tax prep as 'AI-powered tax prep' is not repositioning. Clients are not paying more for AI on top of compliance. They are paying less because AI makes compliance easier.
“Focus on complex compliance work”
The complexity threshold rises every year. EY's 150 AI agents are not handling simple returns — they are supporting complex tax scenarios across 80,000 professionals. What counts as 'complex enough to need a human' keeps shrinking.
What's working instead
The firms getting ahead of this are shifting from periodic compliance to continuous monitoring — real-time financial oversight instead of annual audits, ongoing tax position management instead of year-end preparation. This is a fundamentally different offering: subscription-based, proactive, and built on the premise that AI handles the data work while the firm provides the judgment. It also happens to be more valuable to clients, which is why advisory-focused firms already earn 30% or more higher monthly recurring revenue.
The pattern is the same across every firm that gets this right: they stop optimizing the old model and build new offerings around what AI cannot do. That is the work we do in the Workshop.
$15,000
Fixed fee. Two days. 2–3 offerings ready to test with real buyers.
30 minutes with Shawn Yeager. No pitch.